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Multi-Task Learning to Screen for Major Depressive Disorder and Post-Traumatic Stress Disorder

Stichwort:

multi-task learning, sequential modeling, multivariate time series, self-attention, and digital health

Schöpfer:

Shrestha, Avantika

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2024-03-22

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance

Stichwort:

Relation Extraction and Graph Neural Network

Schöpfer:

Zhang, Kai

Advisor:

Liu, Xiaozhong

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2023-12-14

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Computer Science
FACET: Counterfactual Explanation Analytics

Stichwort:

Ethical AI, Counterfactual Explanation, Interpretable Machine Learning, Tree Ensembles, Random Forest, and Explainable AI

Schöpfer:

VanNostrand, Peter

Advisor:

Rundensteiner, Elke A.

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-12-16

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science
Multi-modal Deep Learning

Stichwort:

multi-modal and deep learning

Schöpfer:

Liu, Si

Advisor:

Paffenroth, Randy Clinton

Herausgeber:

Worcester Polytechnic Institute

Datum erstellt:

2022-04-26

Resource Type:

Thesis

Degree:

MS

Unit (Department):

Data Science